Now showing items 1-3 of 3

    • Essays on Machine Learning and Hedonic Models 

      Yang, Miaoyu
      Chapter 1 and 2: We survey and apply several techniques from the statistical and computer science literature to the problem of demand estimation. We derive novel asymptotic properties for several of these models. To improve ...
    • Essays on Machine Learning in Applied Microeconomics 

      Ho, Jenny
      Hedonic models are commonly used to recover the implicit prices of house attributes and local non-market public goods. Yet they are plagued by omitted variable bias when variables that are correlated with the attribute in ...
    • Essays on the Analysis of Dynamic Games 

      Jiang, Ying
      This dissertation seeks to combine ideas from literature in Machine Learning and the econometric analysis of games, and contributes to the analysis of dynamic competition in the context of high dimensional covariates. ...